{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Finite State Machine Generator\n",
    "\n",
    "This notebook will show how to use the Finite State Machine (FSM) Generator to generate a state machine. The FSM we will build is a Gray code counter.  The counter has three state bits and can count up or down through eight states.  The counter outputs are Gray coded, meaning that there is only a single-bit transition between the output vector of any state and its next states. "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step 1: Download the `logictools` overlay"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "from pynq.overlays.logictools import LogicToolsOverlay\n",
    "\n",
    "logictools_olay = LogicToolsOverlay('logictools.bit')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "### Step 2: Specify the FSM"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "fsm_spec = {'inputs': [('reset','D0'), ('direction','D1')],\n",
    "            'outputs': [('bit2','D3'), ('bit1','D4'), ('bit0','D5')],\n",
    "            'states': ['S0', 'S1', 'S2', 'S3', 'S4', 'S5', 'S6', 'S7'],\n",
    "            'transitions': [['01', 'S0', 'S1', '000'],\n",
    "                            ['00', 'S0', 'S7', '000'],\n",
    "                            ['01', 'S1', 'S2', '001'],\n",
    "                            ['00', 'S1', 'S0', '001'],\n",
    "                            ['01', 'S2', 'S3', '011'],\n",
    "                            ['00', 'S2', 'S1', '011'],\n",
    "                            ['01', 'S3', 'S4', '010'],\n",
    "                            ['00', 'S3', 'S2', '010'],\n",
    "                            ['01', 'S4', 'S5', '110'],\n",
    "                            ['00', 'S4', 'S3', '110'],\n",
    "                            ['01', 'S5', 'S6', '111'],\n",
    "                            ['00', 'S5', 'S4', '111'],\n",
    "                            ['01', 'S6', 'S7', '101'],\n",
    "                            ['00', 'S6', 'S5', '101'],\n",
    "                            ['01', 'S7', 'S0', '100'],\n",
    "                            ['00', 'S7', 'S6', '100'],                            \n",
    "                            ['1-', '*',  'S0', '']]}   "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Notes on the FSM specification format__\n",
    "\n",
    "![](./images/fsm_spec_format.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step 3: Instantiate the FSM generator object"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "fsm_generator = logictools_olay.fsm_generator"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Setup to use trace analyzer__   \n",
    "In this notebook trace analyzer is used to check if the inputs and outputs of the FSM.\n",
    "\n",
    "Users can choose whether to use the trace analyzer by calling the `trace()` method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "fsm_generator.trace()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step 5: Setup the FSM generator\n",
    "The FSM generator will work at the default frequency of 10MHz. This can be modified using a `frequency` argument in the `setup()` method."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "fsm_generator.setup(fsm_spec)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Display the FSM state diagram__   \n",
    "This method should only be called after the generator has been properly set up."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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mA1pbWzMzM+H9Cf6E/kBVVVVHR0dnZ2cnJydnZ2dLS8vvwWXXp8GFHmVaW1vT09PT0tJS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\nQmCC\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fsm_generator.show_state_diagram()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Set up the FSM inputs on the PYNQ board__\n",
    "* Check that the reset and direction inputs are correctly wired on the PYNQ board, as shown below:\n",
    "    * Connect D0 to GND\n",
    "    * Connect D1 to 3.3V\n",
    "\n",
    "![](./images/fsm_wiring.png)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "__Notes:__\n",
    "    \n",
    "* The 3-bit Gray code counter is an up-down, wrap-around counter that will count from states 000 to 100 in either ascending or descending order    \n",
    "\n",
    "\n",
    "* The reset input is connected to pin D0 of the Arduino connector\n",
    "    * Connect the reset input to GND for normal operation \n",
    "    * When the reset input is set to logic 1 (3.3V), the counter resets to state 000\n",
    "    \n",
    "\n",
    "* The direction input is connected to pin D1 of the Arduino connector\n",
    "    * When the direction is set to logic 0, the counter counts down\n",
    "    * Conversely, when the direction input is set to logic 1, the counter counts up"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step 6: Run and display waveform\n",
    "\n",
    "The ` run()` method will execute all the samples, `show_waveform()` method is used to display the waveforms"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
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   "source": [
    "fsm_generator.run()\n",
    "fsm_generator.show_waveform()"
   ]
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   "source": [
    "#### Verify the trace output against the expected Gray code count sequence\n",
    "\n",
    "| State | FSM output bits: bit2, bit1, bit0        |\n",
    "|:-----:|:----------------------------------------:|\n",
    "| s0    | 000                                      |\n",
    "| s1    | 001                                      |\n",
    "| s2    | 011                                      |\n",
    "| s3    | 010                                      |\n",
    "| s4    | 110                                      |\n",
    "| s5    | 111                                      |\n",
    "| s6    | 101                                      |\n",
    "| s7    | 100                                      |\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Step 7: Stop the FSM generator\n",
    "Calling `stop()` will clear the logic values on output pins; however, the waveform will be recorded locally in the FSM instance."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "fsm_generator.stop()"
   ]
  }
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